szcf-weiya / ESL-CNView external linksLinks
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
☆2,706Dec 30, 2025Updated last month
Alternatives and similar repositories for ESL-CN
Users that are interested in ESL-CN are comparing it to the libraries listed below
Sorting:
- PRML algorithms implemented in Python☆11,716Apr 5, 2025Updated 10 months ago
- 《统计学习方法》的代码实现☆19,549Aug 22, 2023Updated 2 years ago
- Statistical learning methods, 统计学 习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]☆6,282Aug 5, 2023Updated 2 years ago
- 致力于将李航博士《统计学习方法》一书中所有算法实现一遍☆5,835Apr 29, 2019Updated 6 years ago
- 南瓜书：《机器学习》（西瓜书）公式详解☆25,658Jan 21, 2026Updated 3 weeks ago
- My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义…☆9,575Jan 11, 2026Updated last month
- 《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning☆18,711Oct 7, 2022Updated 3 years ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆909Jul 18, 2021Updated 4 years ago
- This repository contains the exercises and its solution contained in the book "An Introduction to Statistical Learning" in python.☆2,474Sep 23, 2024Updated last year
- 手写实现李航《统计学习方法》书中全部算法☆11,585Nov 25, 2025Updated 2 months ago
- Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Frie…☆297May 5, 2018Updated 7 years ago
- ☆5,227Apr 13, 2020Updated 5 years ago
- 深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进 行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系sc…☆57,145Jun 26, 2024Updated last year
- Machine learning, in numpy☆16,240Oct 29, 2023Updated 2 years ago
- A Chinese Notes of MLAPP，MLAPP 中文笔记项目 https://zhuanlan.zhihu.com/python-kivy☆363Mar 8, 2021Updated 4 years ago
- Deep Learning Book Chinese Translation☆37,190Dec 3, 2019Updated 6 years ago
- 本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。☆19,312Oct 14, 2021Updated 4 years ago
- [译] 面向机器学习的特征工程☆2,553Aug 25, 2023Updated 2 years ago
- 《可解释的机器学习-- 黑盒模型可解释性理解指南》，该书为《Interpretable Machine Learning》中文版☆4,909Nov 28, 2023Updated 2 years ago
- Matlab code of machine learning algorithms in book PRML☆6,202Mar 4, 2020Updated 5 years ago
- 《迁移学习简明手册》LaTex源码☆2,542May 2, 2023Updated 2 years ago
- 《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。☆75,646Jul 30, 2024Updated last year
- 周志华《机器学习》手推笔记☆3,764Mar 13, 2021Updated 4 years ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,008Nov 30, 2025Updated 2 months ago
- 《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。☆641Jan 18, 2026Updated 3 weeks ago
- Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现☆7,554Jun 23, 2020Updated 5 years ago
- 《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases☆16,311Nov 23, 2025Updated 2 months ago
- 《机器学习理论导引》（宝箱书）的证明、案例、概念补充与参考文献讲解。☆1,667Feb 1, 2026Updated 2 weeks ago
- ☆286Nov 20, 2022Updated 3 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,154Jan 9, 2018Updated 8 years ago
- 数据科学的笔记以及资料搜集☆8,527Aug 16, 2021Updated 4 years ago
- [译] scikit-learn（sklearn） 中文文档☆5,235Jul 21, 2023Updated 2 years ago
- AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2☆42,027Nov 12, 2024Updated last year
- 深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.☆13,283Aug 30, 2021Updated 4 years ago
- Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著☆7,853Oct 6, 2022Updated 3 years ago
- deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）☆20,247Apr 29, 2022Updated 3 years ago
- ☆2,778Mar 1, 2020Updated 5 years ago
- It is open source ebook about TensorFlow kernel and implementation mechanism.☆2,899May 5, 2023Updated 2 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,550Sep 18, 2024Updated last year